Merge branch 'main' of https://huggingface.co/datasets/dichspace/darulm into main
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README.md
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---
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language:
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- ru
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- en
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size_categories:
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- 100M<n<1B
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tags:
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- not-for-all-audiences
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pretty_name: DaruLM
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---
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# DaruLM dataset for LLM adaptation
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## Table of Contents
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- [Table of Contents](#table-of-contents)
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- [Description](#description)
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- [Usage](#usage)
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## Description
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A growing collection of texts of various domains for Russian LLM adaptation extracted from other Hugging Face datasets and open resources.
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**Usage of this dataset is possible only for scientific purposes on a non-commercial basis.**
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**Credits:** Initial datasets were provided by Ilya Gusev
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**NOTICE:** Some domain splits are based on vocabulary stats and may be noisy
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**Current domains:** (used for ```domains``` argument in ```load_datasets```):
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| | | | |
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|------------|------------|------------|----------------|
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| accounting | antique | aphorisms | art |
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| biography | biology | buriy | business |
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| cinema | computers | design | dramaturgy |
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| economics | enwiki | essay | fantasy |
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| gazeta | geography | guidebooks | habr |
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| history | humor | language | law |
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| lenta | literature | medicine | military |
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| music | ods-tass | philosophy | pikabu |
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| politic | prose | psychology | reference |
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| religion | science | sociology | taiga-fontanka |
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| textbook | wiki | UNDEFINED | |
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## Usage
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Prerequisites:
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```bash
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pip install datasets zstandard jsonlines pysimdjson
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```
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Dataset iteration:
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```python
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import datasets
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# Load habr and textbooks
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for example in datasets.load_dataset('dichspace/darulm', domains=["habr","textbook"], split="train", streaming=True):
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print(example.keys())
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print(example)
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break
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```
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